WebJun 2, 2024 · Faster Rates of Convergence to Stationary Points in Differentially Private Optimization. Raman Arora, Raef Bassily, Tomás González, Cristóbal Guzmán, Michael Menart, Enayat Ullah. We study the problem of approximating stationary points of Lipschitz and smooth functions under (\varepsilon,\delta) -differential privacy (DP) in both the finite ... WebBassily, Raef Raef Bassily. Assistant Professor, Computer Science and Engineering. Dreese Laboratories 2015 Neil Ave Columbus, OH 43210-1210 (614) 292-0248. [email protected]. Personal website. Biography.
Raef Bassily Adam Smith Abhradeep Thakurtaz May 29, 2014
WebSearch within Sufian Latif's work. Search Search. Home; Sufian Latif WebMay 27, 2014 · Raef Bassily 19 publications . Adam Smith 20 publications . Abhradeep Thakurta 24 publications . page 1. page 2. page 3. page 4. Related Research. research ∙ 02/14/2024. Differentially Private Empirical Risk Minimization Revisited: Faster … maytag clothes washer repair near me
[2206.00846] Faster Rates of Convergence to Stationary Points in ...
WebThe evaluation in this course will be based on. Calibration assignment: 3% (serious solution attempts will receive full credit) Homework assignments: 45%. Mid-term take-home exam: 18%. A Final take-home exam: 34%. A bonus of up to 5% for those who actively engage in discussions and answer questions on Piazza! WebMar 14, 2024 · Model-Agnostic Private Learning via Stability. Raef Bassily, Om Thakkar, Abhradeep Thakurta. We design differentially private learning algorithms that are agnostic to the learning model. Our algorithms are interactive in nature, i.e., instead of outputting a model based on the training data, they provide predictions for a set of feature vectors ... WebHailong Zhang, Sufian Latif, Raef Bassily, and Atanas Rountev, The Ohio State University. Abstract: There are significant privacy concerns about the collection of usage data from deployed software. We propose a novel privacy-preserving solution for a problem of central importance to software usage analysis: control-flow graph coverage analysis ... maytag clunky sound dryer